
10 EDA Checks That Must Be Performed Before a Dataset Can Be Trusted
Critical EDA steps that surface hidden bias, leakage, and structural flaws before modeling begins Continue reading on Medium »

Critical EDA steps that surface hidden bias, leakage, and structural flaws before modeling begins Continue reading on Medium »
What's hot off the press from AWS re:Invent 2025? I am still excited to experiment with AI foundation models announced at last year's AWS re:Invent. I...

Choosing a computer used to be simple: you’d walk into a store, pick a laptop with a decent screen, and hope it didn't lag. In the cloud, things are a...

Imagine you’re building a massive Lego castle, but you don't have enough room in your house to store it. Instead of buying a bigger house, you rent a...

📌 Introduction Modern applications often need data to move between systems in real time — analytics platforms, microservices, search indexes, or back...
Photo by Андрей Сизов on Unsplash Designing Resilient Microservices: A Comprehensive Guide to Architecture and Best Practices Introduction In today's...

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p95 latency crossed 900 ms. Not gradually. Not during deploy. Continue reading on Medium »
The graph that made everyone quiet Continue reading on Medium »

Lab Information The Nautilus DevOps team needs a time check pod created in a specific Kubernetes namespace for logging purposes. Initially, it's for t...

We intend to create a dump from a table in which some columns contain LOB data. However, due to the large volume of LOB data in this table — and for r...

Hey everyone, I wanted to share this interesting comparison between a Traditional debugging workflow and a more modern Velovol Mode. We've all been th...

TL;DR: Sometimes the best day for your project is the one where you don't write any code. The Two Lives I direct a men's sober living facility by day....

Last month I spent an afternoon reading the EU AI Act — all 144 pages. Most of it is institutional boilerplate. But Article 6 stopped me cold. Article...

Most engineers treat their resume like legacy code — it works, so don’t touch it. I was the same way. After 9+ years across Microsoft, AWS… Continue r...

Securing Corporate Data: Azure Storage Private Access & Lifecycle Management Introduction In cloud architecture, managing internal company documents r...

In 2025, building with Agentforce felt like working with a smart assistant. In 2026, it feels like designing systems of autonomous digital coworkers....
Last year I was debugging a production incident where a system prompt had been changed without anyone noticing. The model started giving weird respons...

Last month a developer on my team accidentally committed .env to git. It contained our Stripe live API key, our database connection string with admin...

Our AWS bill went from $2,000/month to $14,000/month over 18 months. Nobody noticed until finance flagged it. Most of the increase was waste. Here's e...
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